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PROJECTBuilt

AI Code Reviewer & Optimizer

An AI-powered developer tool that analyzes Python code, identifies security and quality issues, refactors the code, and generates technical documentation through a sequential multi-agent workflow.

I built a sequential multi-agent workflow where specialized AI agents handle different stages of the development process. The Scanner Agent audits the original Python code, the Refactor Agent improves the code based on the audit, and the Documentation Agent generates technical documentation.

PROJECT MEDIA

Demo & screenshots

AI Code Reviewer & Optimizer Demo
AI Code Reviewer and Optimizer developer dashboard
AI Code Reviewer & Optimizer
THE SYSTEM, STEP BY STEP

System flow

01Python Code Input
→
02Scanner Agent
→
03Structured Audit Report
→
04Refactor Agent
→
05Documentation Agent
→
06Developer Results

Click Play a Run to follow the system from start to finish.

What it is

AI Code Reviewer & Optimizer is a developer-focused AI tool that turns Python code into a cleaner, safer, more maintainable, and better documented version. Users can paste Python code or upload a .py file and receive automated analysis through a sequential LangGraph multi-agent pipeline.

The problem it solves

Manual code reviews can be time-consuming, while security, quality, performance, and maintainability issues can be overlooked. Developers also need additional time to refactor code and create technical documentation.

How it works

  1. Paste Python code for analysis

  2. Upload .py files for analysis

  3. Security vulnerability detection

  4. Code quality and maintainability analysis

  5. Performance and style analysis

  6. Structured audit report and scoring

  7. AI-powered Python code refactoring

  8. Generated technical documentation

  9. Original and refactored code comparison

  10. Pipeline progress and analysis timer

  11. Responsive developer dashboard

The engineering focus

I built a sequential multi-agent workflow where specialized AI agents handle different stages of the development process. The Scanner Agent audits the original Python code, the Refactor Agent improves the code based on the audit, and the Documentation Agent generates technical documentation.

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